How real projects configure their agents

23,196 repositories keep their own agent configuration in the open: a CLAUDE.md, a rules file, instructions for Copilot, a skill the project runs on itself. These are not mods to install. They are worth reading for what they reveal — what a maintainer thinks an agent gets wrong.

Building agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
aleksandr-voitenko/agentic-lore-coding Agentic Lore Coding is a Git-native structured agent workflow (and protocol) for AI-assist 5 Claude Code, Codex, OpenCode 2 1,295 tok
anshulixyz/multi-agent-loop-kit An agent-native setup kit for turning a well-scoped repo into a supervised multi-agent cod 5 Codex, OpenCode 1 1,558 tok
pbrudny/my-family-bot medium.com Family Tree AI Assistant — GEDCOM → Neo4j → Multi-Agent AI → Web + WhatsApp 5 Claude Code, Codex, OpenCode 2 2,180 tok
LamantinAI/mayak A FastAPI backend template for services that are built and maintained by coding agents 5 Claude Code, Codex, OpenCode 4 2,118 tok
incidentfox/box Box — self-hosted Claude Code in your pocket. Run real Claude Code & Codex sessions on you 5 Claude Code, Codex, OpenCode 2 1,869 tok
ivanviragine/wade Every Wade does the dirty work so the heroes don't have to. Branches, worktrees, context, 5 Codex, OpenCode 1 2,725 tok
accd/verchestra accd.github.io Verified, portable AI software-delivery harness with policy gates, read-only data probes, 5 Claude Code, Codex, Gemini CLI, OpenCode 3 1,151 tok
Ralph-Workflow/Ralph-Workflow ralphworkflow.com Autopilot for AI Coding Agents, supports OpenCode, Claude Code, pi.dev, Cursor, and many m 5 Claude Code, Codex, OpenCode 32 4,521 tok
Amal-David/mlx-porting-skill mlx-porter.pages.dev MLX Porting Toolkit — an agent-guided, evidence-gated pipeline (scaffold → convert → parit 5 Claude Code, Codex, OpenCode 2 1,258 tok
peter-olom/manor Local agent harness and Docker environment. Butler keeps Codex work supervised. 5 Codex, OpenCode 1 1,560 tok
OneHillAI/ASDD onehillai.github.io Agentic Spec-Driven Development: a contribution pipeline for software built with AI agents 5 Claude Code, Codex, OpenCode 5 1,036 tok
Soverius-AI/angular-a2ui-macroquest Reference agentic application combining Angular, A2UI, generative UI, and human-in-the-loo 5 Codex, OpenCode 1 312 tok
shyamsridhar123/sharkbait AI-powered coding assistant for the command line. Uses OpenAI Responses API (not Chat). A 5 Claude Code, Codex, GitHub Copilot, OpenCode 4 3,228 tok
error505/Flockion_AI_Engineering flockion.com Build less. Delete more. Keep the code boring. 5 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,446 tok
Chasen-Liao/FinTrack An AI-based stock news analysis system that correlates news with stock price trends to sup 5 Claude Code, Codex, OpenCode 2 1,230 tok
felipefernandes/iara pypi.org 🧜‍♀️Iara is an automated, project-agnostic, and configurable code review tool designed to 5 Claude Code, Codex, OpenCode 5 286 tok
benwu95/prospec benwu95.github.io Progressive Spec-Driven Development (SDD) toolkit for AI coding agents — Claude Code, Copi 5 Claude Code, Codex, OpenCode 2 3,803 tok
AIAydin/Artemis Artemis: a local-first visual canvas for running Claude Code, Codex, Gemini, and OpenCode 5 Codex, OpenCode 1 326 tok
mbanderas/maestro marklaursen.com Achieve Frontier AI performance in your CLI — fuse the local model CLIs you already run. F 5 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 5 5,441 tok
KyaniteLabs/checkyourself kyanitelabs.tech Local-first completion-evidence system for AI-built apps: read-only audit, verifier-execut 5 Codex, OpenCode 1 2,065 tok
bharat3645/The-Ideal-Harness Agent harness / control-plane around a stateless LLM: deterministic policy floor on PreToo 5 Claude Code, Codex, OpenCode 10 5,796 tok
mmletgo/cc-partner Local-first multi-device AI project workspace: unified management of projects, worktrees, 5 Claude Code, Codex, OpenCode 2 11,586 tok
orkiaHQ/orkia orkia.dev An agentic shell that runs AI coding agents (Claude Code, Codex, Gemini) as governed, audi 5 Claude Code, Codex 2 1,865 tok
BioSymphony/cryocore Cryo-EM workflows for maps, models, figures, state comparison, and local or cloud compute 5 Codex, OpenCode 1 945 tok
Naoray/scribe usescribe.dev Local skill manager for AI coding agents. One SKILL.md, projected across Claude Code, Curs 5 Claude Code, Codex, OpenCode 2 2,229 tok
BioSymphony/structure-factory AI-agent toolkit for structural biology: design binders, map structures, screen candidates 5 Codex, OpenCode 1 1,404 tok
chaliy/trickery Magic tool to generate things 5 Claude Code, Codex, OpenCode 3 1,411 tok
anistark/sutras anistark.github.io Everything Agentic Skills 5 Codex, OpenCode 1 3,279 tok
4ug-aug/colony getcolony.app Self-hosted agent native Slack / Teams / Linear substitute. Built to enhance how i work:) 5 Codex, Cursor, OpenCode 3 827 tok
JessyTsui/scivly scivly.com Open-source AI research agent for tracking papers, generating summaries, and shipping dail 5 Codex, OpenCode 1 618 tok
agentis-labs/agentis useagentis.com Own your agents, not rent them. Import them into one multi-harness dashboard, with memory 5 Codex, OpenCode 1 468 tok
makefinks/doubt.nvim Neovim plugin for code review with inline claims, persistent sessions, and exportable hand 5 Codex, OpenCode 1 1,625 tok
microsoft/Build26-DEM364-simplify-app-dev-with-cloud-native-postgresql-in-azure-horizondb build.microsoft.com Demo of the Zava Designer Agent — an AI room designer using Azure HorizonDB for vector sea 5 Codex, GitHub Copilot, OpenCode 2 1,032 tok
songoao25/dsh-virtual-product-team Product Team Mode - a DeepSeek Harness agent preset: user-led conversation with a virtual 5 Codex, OpenCode 1 603 tok
Mathi27/openclaw-playbook mathi27.github.io A beginner-friendly guide to OpenClaw with clear steps, demos, and hands-on learning resou 5 Codex, OpenCode 1 641 tok
microsoft/Build26-DEM332-from-zero-to-teammate-in-25-minutes-build-a-teams-agent-live build.microsoft.com Demo showing how to turn a web app into a Microsoft Teams agent using the Teams Developer 5 Codex, GitHub Copilot, OpenCode 2 1,029 tok
render-examples/nanobot-render nanobot-0iyy.onrender.com One-click Render deploy template for nanobot — a lightweight self-hostable AI agent 5 Claude Code, Codex, OpenCode 2 1,253 tok
corteshvictor/vichu-flow Make Claude Code and Codex prove their work — runs advance only when your tests, lint, and 5 Claude Code, Codex, OpenCode 5 1,008 tok
dburkart/vibix Can we autonomously vibe code a kernel? Let's find out! 5 Claude Code, Codex, Cursor, OpenCode 10 327 tok
saski/arnesto Arnesto — the agent harness that got out of hand 5 Claude Code, Codex, Gemini CLI, OpenCode 3 21 tok
RobinNorberg/oh-my-copilot npmjs.com Teams-first multi-agent orchestration for Microsoft Copilot CLI 5 Claude Code, Codex, OpenCode 2 6,752 tok
ASMN-96/ai-agents-skills-toolkit AI vibe-coding governance toolkit for AI coding agents, source provenance, activation boun 5 Codex, OpenCode 1 331 tok
juan294/cc-rpi Blueprint repository for Claude Code projects — RPI methodology, known agent error pattern 5 Claude Code, Codex, OpenCode 5 2,349 tok
cvsloane/agent-commander agentcommander.co Mission control for tmux-native AI agent sessions with live streaming, approvals, and mult 5 Claude Code, Codex, OpenCode 2 242 tok
marco-spagn/pcmi Persistent Cognitive Memory Infrastructure — durable, multi-tenant memory layer for AI age 5 Codex, OpenCode 1 1,126 tok
nulang-org/nulang nulang.org Nulang is an actor-based runtime and programming language that's type-safe, compiled, and 5 Claude Code, Codex, OpenCode 2 11,479 tok
HazelKahlil/Kahlil-skills Installable AI agent Skill for Multica squad design. Installable Multica Agent squad desig 5 Codex, OpenCode 1 360 tok
MJWNA/linear-project-planner-skill Codex skill for agent-ready Linear project planning, execution ledgers, and issue-state hy 5 Codex, OpenCode 1 1,764 tok
laird/agents Agent protocols and configurations for SPARC development 5 Claude Code, Codex, Gemini CLI, OpenCode 4 6,989 tok
candykingdom/firefly2 Small blinkenlight boards that sync up using radios 5 Claude Code, Codex, OpenCode 13 2,252 tok